Research Laboratory on Engineering & Management Intelligence
Publications
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2012.
- A cutting plane approach for integrated planning and scheduling
2011.
- Simulation-based evaluation of production control decisions in large-scale manufacturing
- PLC code processing for automatic simulation model generation
- Wind turbine SCADA alarm analysis for improving reliability
Authors: Qiu, Y.; Feng, Y.; Tavner, P.; Richardson, P.; Erdős, Ferenc Gábor; Chen, B.Date: 2011.
- Scada alarm analysis for improving wind turbine reliability
- Solving quadratically constrained convex optimization problems with an interior-point method
- How transparency can increase performance of production: Novel approaches and solutions (Abstract)
- Co-analysing situations and production control rules in a large-scale manufacturing environment
- On qualitatively consistent, transitive and contradictory judgment matrices emerging from multiattribute decision procedures
- Novel IT solutions for increasing transparency in production and in supply chains
- Open source ERP. Reasonable tools for manufacturing SMEs?
- Designing closed quality control loops for stable production systems
- Eco-labelling for sustainable manufacturing. (Abstract)
- Cooperative and responsive manufacturing enterprises
- Újrakonfigurálható gyártórendszerek rugalmassági mutatója
- Coordinated planning and scheduling in supply chains with feedback mechanism
- Quantifiable closed quality control (QC2)
- Robust production control against propagation of disruptions
- Support Vector Machine (SVM) based general model building algorithm for production control
- Artificial neural network approach for injection mould cost estimation
- Constraint programming approach to a bilevel scheduling problem
- Scheduling the maintenance of wind farms for minimizing production loss
- Collaborative planning with benefit balancing in dynamic supply loops
- Supply network coordination by vendor managed inventory - A mechanism design approach
- Working Paper 2011-1, Research Group of Operations Research and Decision Systems, Computer and Automation Institute, Hungarian Academy of Sciences, Budapest
Authors: Fülöp, János; Markovits-Somogyi, RitaDate: 2011. 10.
- Resource leveling in a machine environment
- System identification with binary observations by stochastic approximation and active learning
- An LP-based inconsistency monitoring of pairwise comparison matrices
- On pairwise comparison matrices that can be made consistent by the modification of a few elements
- Exploring mobility of mobile users
Authors: Csáji, Balázs Csanád; Browet, A.; Traag, V. A.; Delvenne, J. -C.; Huens, E.; Van Dooren, P.; Smoreda, Z.; Blondel, V. D.Date: 2011. 10. 10.
- A survey of applications and requirements of unique identification systems and RFID techniques
- Engineering education on supply-chain management for students and for employees in industry
- A global constraint for total weighted completion time for unary resources
- WindMT: An integrated system for failure detection and maintenance scheduling at wind farms
- A system for the detailed scheduling of wind farm maintenance
- Optimizing the storage assignment in a warehouse served by milkrun logistics
- Quality indication and supply management of perishable products with optical labels for low-end demands
- Determination of routings and process time information from event logs
- Extracting process time information from large-scale noisy manufacturing event logs
- Multiple-participant hub-and-spoke logistics networks: challenges, solutions and limits
- A simplified implementation of the least squares solution for pairwise comparisons matrices
Authors: Anholcer, Marcin; Babiy, Volodymyr; Bozóki, Sándor; Koczkodaj, Waldemar W.Date: 2011.
2010.
- Baranyai Zsolt faktorizációs tételének egy kódelméleti alkalmazása
- Classification results for non-mixed and mixed optimal covering codes: a survey
- Exploiting repetitive patterns in practical scheduling problems
- Approaches to inventory management in supply chains: a comparative study
- AIP cornet - battling losses in European food supply chains
- Active and intelligent packaging techniques in food production chains
- On the normality of (non-mixed and mixed) optimal covering codes
- The Bpmpd interior point solver for convex quadratically constrained quadratic programming problems
- Artificial intelligence applications for maintenance oriented health monitoring of wind turbines
- AI supported maintenance and reliability system in wind energy production
- SPECIES-Co-evolution of products, processes and production systems
Authors: Tolio, T.; Ceglarek, D.; ElMaraghy, H. A.; Fischer, A.; Hu, S. J.; Laperriére, L.; Newman, S. T.; Váncza, JózsefDate: 2010.
- Simulation supported situation detection for real-time production control
- On the implementation of interior point methods for dual-core platforms
- Routing model refinement in large-scale manufacturing environment by using data mining
- Novel approaches for better transparency in large-scale manufacturing environment by using process mining
- Covering and radius-covering arrays: constructions and classification
Authors: Colbourn, Charles Joseph; Kéri, Gerzson; Rivas Soriano, Pedro Pablo; Schlage-Puchta, Jan-ChristophDate: 2010.
- Market power analysis for varied concentration in a first-price auction based multiagent supply chain
- On optimal completions of incomplete pairwise comparison matrices
- LP-based consistency-driven supervision for incomplete pairwise comparison matrices
- RFID-enabled tracking and tracing in the supply chain lessons learnt from the SMART and TRASER projects
- Challenges in planning and scheduling in discrete manufacturing and assembly
- Collaborative planning with dynamic supply loops
- Meeting food quality and safety requirements with active and intelligent packaging techniques
- Reproducing kernels preserving algebraic structure: a duality approach
- A different perspective on a scale for pairwise comparisons
Authors: Fülöp, János; Koczkodaj, W. W.; Szarek, S. J.Editor: Nguyen, N. T.; Kowalczyk, R.Date: 2010.
- Tool path generation from STEP based machine independent data
- Collaborative planning with dynamic supply loops
- From build-to-order to customize-to-order. Advancing the automotive industry by collaboration and modularity. Code of practice findings of the EU-FP6 Project AC/DC - Automotive Chassis Development for 5-Days Cars
Editor: Ericsson, R.; Becker, R.; Döring, A.; Eckstein, H.; Kopp, Th.; Poslu, I.; Váncza, József
Date: 2010.
2009.
- Real-time, cooperative enterprises for customised mass production
- AI supported maintenance and reliability system in wind energy production
- Novel IT approaches and solutions towards real-time, cooperative enterprises. Plenary paper
- Increased transparency within and beyond organizational borders by novel identifier-based services for enterprises of different size
- Constraint programming approach to a bilevel scheduling problem
- An efficient MIP model for the capacitated lot-sizing and scheduling problem with sequence-dependent setups
- An Efficient MIP Model for the Capacitated Lot-sizing and Scheduling Problem with Sequence-dependent Setups
Authors: Kovács, András; Brown, Kenneth N.; Tarim, S. ArmaganDate: 2009.
- Real-time, cooperative enterprises: Results of an industry - academia project
- Solving quadratically constrained convex optimization problems with an interior point method
- Multi-stage stochastic programming for manufacturing system design
- Rolling horizon stochastic programming approach to designing focused flexible manufacturing systems
Authors: Terkaj, W.; Tolio, T.; Váncza, JózsefEditor: Ceglarek, D.Date: 2009. 09. 08.
- Value creation and decision-making in sustainable society
- A multi-matrix approach to handle complexity in collaborative networks
- A multi-matrix approach to handle complexity in collaborative networks
- Self-building simulation tool for daily decision support in production control
- A generic model to handle complexity in collaborative networks
- On bilevel machine scheduling problems
- Scheduling multiprocessor UET tasks of two sizes
- Adaptive approaches to distributed resource allocation
- Computing lower and upper bounds for a large-scale industrial job shop scheduling problem
- Coordination in supply chains using vendor managed inventory: how to balance the risks of uncertainty?
- Binary covering arrays and existentially closed graphs

- On optimal completions of incomplete pairwise comparison matrices
- On pairwise comparison matrices that can be made consistent by the modification of a few elements
- Incomplete pairwise comparison matrices in multi-attribute decision making
- Benefit balancing - concepts for a better collaboration
- Substitutions and replacements in mechanism prototyping
- Novel approaches for better transparency in production and supply chains
- Web-enabled tracking operations in distributed supply chains
- From tracking operations to IOT - The small business perspective
- Novel approaches for better transparency in production and supply chains
- Agent-based framework for pre-contractual evaluation of participants in project-delivery supply-chains
- A D.C. programming approach for optimization with orthonormality constraints
Authors: Fülöp, JánosEditor: Ma, C.; Yu, L.; Zhang, D.; Zhou, Z.Date: 2009.
- Potential of RFID applications over a product's life-cycle and relevance in an IOT context
- A simplified implementation of the least squares solution for pairwise comparisons matrices
Authors: Anholcer, Marcin; Babiy, Volodymyr; Bozóki, Sándor; Koczkodaj, Waldemar W.Date: 2009.
2008.
- Valós időben együttműködő vállalatok: egy ipari-akadémiai projekt eredményei
- On numerical issues of interior point methods
- Advances in e-manufacturing, e-logistics, and e-service systems
Authors: Nof, S. Y.; Filip, F. G.; Molina, A.; Monostori, László; Pereira, C. E.Date: 2008.
- Real-time, cooperative enterprises for customized mass production; challenges and solution approaches
- Complex adaptive systems (CAS) approach to production systems and organisations
- Egy konstruktívan definiált többdimenziós gamma-eloszlás illeszthetőségi feltételével kapcsolatos kombinatorikus problémákról
- The covering radius of extreme binary 2-surjective codes
- On the minimum size of binary codes with length 2R+4 and covering radius R
- Situation detection in production control by applying on-line simulation
- Simulation as one of the core technologies for digital enterprises: assessment of hybrid rescheduling methods

- AI based automatic production system decomposition
- A coordination mechanism for rolling horizon planning in supply networks
- Preemtive open shop scheduling with multiprocessors: polynomial cases and applications
Authors: de Werra, Dominique; Kis, Tamás; Kubiak, WieslawDate: 2008.
- Complexity-based modeling of reconfigurable collaborations in production industry
- Some results on pseudolinear quadratic fractional functions
- Sectional curvatures in nonlinear optimization
- Comparative analysis of the alternatives of the line of Metro4 in Budapest
- Some results on pseudolinear quadratic fractional functions
- A global constraint for total weighted completion time for cumulative resources
- Optimizing the Storage Assignment in a Warehouse Served by Milkrun Logistics
- Coordination in production networks
- Komplexität der Bedarfsprognosen und ihre Wirkungen in kooperativen Logistiknetzwerken
- On the implementation of the L-Nash bargaining solution in two-person bargaining games
- A complexity model for networks of collaborating enterprises
- Value function based reinforcement learning in changing Markovian environments
- On Saaty's and Koczkodaj's inconsistencies of pairwise comparison matrices
- Adaptive resource control. Machine learning approaches to resource allocation in uncertain and changing environments
- Adaptive stochastic resource control: a machine learning approach
- A method for approximating pairwise comparison matrices by consistent matrices
- Identity-based tracking and Web services for SMEs
- Representation and navigation techniques for semi-structured knowledge in collaborating communities
- TraSer: an open-source solution platform for cross-company transparency in tracking and tracing
- A low-cost perspective in identifier-based services of supply chains
- Logistics platform: developing a distributed, cooperative production and logistics system
- Digital manager: developing a support system for real-time production evaluation
- Identity-based, item-centric tracking platform for logistics applications
- ENTRY-LEVEL SOLUTIONS FOR SMALL AND MEDIUM-SIZE ENTERPRISES IN SUPPLY CHAINS
- Solution of the least squares method problem of pairwise comparison matrices
2007.
- Organizing and running real-time, co-operative enterprises
- Manufacturing scheduling and control in the extended enterprise
Authors: Monostori, László; Iung, B.Editor: Taisch, M.; Thoben, K-D.; Montorio, M.Date: 2007.
- Real-time, cooperative enterprises for customised mass production
- Production structures as complex adaptive systems
- Computing tight time windows for RCPSPWET with the primal-dual method
- A global constraint for total weighted completion time
- Simulation-based monitoring and validation of production control decisions
- Solution approaches to real-time control of customized mass production
- Real-time, cooperative enterprises: challenges and results of an industry-academia project
- Automatic partitioning of problems through submodel decomposition - a promising technique of digital enterprise technology
- Planning in concert: a logistics platform for production networks
- AI techniques in modelling, assignment, problem solving and optimization
- On the pseudolinearity of quadratic fractional functions
- Simulation-based validation of production control decisions, subject to resource availability
- Stability-oriented evaluation of rescheduling strategies, by using simulation
- Single-machine scheduling with tool changes: a constraint-based approach
- Extensions of the COMPLETION constraint
- Information sharing in cooperative production networks
- Cooperative production networks - multiagent modeling and planning
- A logistics framework for coordinating supply chains on unstable markets
- New techniques to handle workforce constraints in parallel machine scheduling
- Modeling networks of collaborating enterprises as complex systems
- Smart sensor based vision system for automated processes
Authors: Argyros, A.; Bártfai, Gusztáv; Eitzinger, Ch.; Kemény, Zsolt; Csáji, Balázs Csanád; Kék, László; Lourakis, M.; Reisner, W.; Sandrisser, W.; Sarmis, T.; Umgeher, G.; Viharos, Zsolt JánosEditor: Pennacchio, S.Date: 2007.
- Smart sensor based vision system for automated processes
Authors: Argyros, A.; Bártfai, Gusztáv; Eitzinger, Ch.; Kemény, Zsolt; Csáji, Balázs Csanád; Kék, László; Lourakis, M.; Reisner, W.; Sandrisser, W.; Sarmis, T.; Umgeher, G.; Viharos, Zsolt JánosDate: 2007.
- A risk sharing coordination mechanism for customized mass production
- Automatic generation of loop closing constraint equations for rotational joint
- AutoID-based track and trace applications in supply-chains - state-of-the-art and envisaged developments
- Constraint-based scheduling with total completion time criterion: models and applications
- TraSer—Identity-Based Tracking and Web-Services for SMEs
- TRASER - identity-based tracking and web-services for SMEs
- Kernel-based semi-log-optimal empirical portfolio selection strategies
- Simulating the manufacturing execution system: interactions with the workers and managers
- MIM'07. IFAC workshop on manufacturing modelling, management and control. Budapest, 2007
Editor: Monostori, László
Date: 2007.
2006.
- Real-time, cooperative enterprises: requirements and solution approaches
- Agent-based systems for manufacturing
- Real-time, cooperative enterprises: management of changes and disturbances in different levels of production
- Real-time, cooperative enterprises: requirements and solution approaches
- Real-time, cooperative enterprises
- Stochastic dynamic production control by neurodynamic programming
- Design of complex adaptive systems: introduction
- Technical monitoring and diagnostics: indispensable element of intelligent manufacturing systems
- From plant and logistics control to multi-enterprise collaboration
- Stability-oriented evaluation of hybrid rescheduling methods in a job-shop with machine breakdowns
- Plan construction and optimization in a multi-agent framework for computer-aided process planning
Authors: Váncza, József; Dépincé, P.; Brossard, P.Editor: Teti, RDate: 2006.
- Coordinating supply networks in customized mass production - a contract-based approach
- Configurable logistics platform to handle supply turbulences - a case study in a focal supply network
- Automatic partitioning of problems through submodel decomposition - a promising technique of digital enterprise technology
- Integration of production-, quality- and process monitoring for agile manufacturing
- Stability-oriented evaluation of hybrid rescheduling methods in a job-shop with machine breakdowns
- Simulation as one of the core technologies for digital enterprises; assessment of hybrid rescheduling methods
- Simulation-based control strategy optimization by using genetic algorithms
- eSCM: a web-based institute for sharing knowledge and competencies in the educational area of supply-chain management
- Progressive solutions: a simple but efficient dominance rule for practical RCPSP
- A logistics framework for coordinating supply chains on unstable markets
- Agent-based modeling and control of manufacturing systems and production networks
- Identity-based tracking of products and product data in changing networks
- Incentives for cooperative planning in focal supply networks
- Cooperative planning by coordinating the supply channel
- Adaptive algorithms in distributed resource allocation
- Adaptive sampling based large-scale stochastic resource control
- Reinforcement learning in a distributed market-based production control system
- Agent-based approach for building-up efficient value chain networks
- Agent-based approach for building-up efficient value chain networks
- The interval flow shop model
- Novel models and algorithms for integrated production planning and scheduling
- An Efficient MIP Formulation for the Capacitated Lot-sizing and Scheduling Problem with Sequence-dependent Setups
- RCPS with variable intensity activities and feeding precedence constraints
Authors: Kis, TamásEditor: Józefowska, J; Weglarz, JDate: 2006.
- Polyhedral results on single node variable upper-bound flow models with allowed configurations
- The RFID technology and its current applications
- Simulating the interaction between the shop floor personnel and the manufacturing execution system
- MITIP 2006. 8th international conference on the modern information technology in the innovation processes of the industrial enterprises. Budapest, 2006
Editor: Monostori, László; Ilie-Zudor, Angyalka Elisabeth
Date: 2006.
2005.
- Technical monitoring and diagnostics: prerequisite of intelligent, adaptive manufacturing systems
- Organizing and running real-time, cooperative enterprises
- Proceedings of the 10th IMEKO TC10. International conference on technical diagnostics. Budapest, 2005
- Primal-dual combined with constraint propagation for solving RCPSPWET
Authors: Kéri, A.; Kis, TamásEditor: Kendall, G; Lei, L; Pinedo, MDate: 2005.
- A 2-approximation algorithm and a truthful mechanism for scheduling batches on machines running at different speeds
- Adaptive approaches to increasing the performance of production control systems
- Building agent-based systems in a discrete-event simulation environment
- Real-time, cooperative enterprises: management of changes and disturbances on different levels of production
- Agent-based product life cycle data support
- AI techniques in modelling, assignment, problem solving and optimisation
- Similarities of high and low levels of production with respect to assignments and solution techniques
- Automatic generation a net of models for high and low levels of production control
- Simulation supported analysis of a dynamic rescheduling system
- From plant and logistics control to multi-enterprise collaboration
Authors: Nof, SY; Morel, G.; Monostori, László; Molina, A.; Filip, F.Editor: Horacek, P; Simandl, M; Zitek, PDate: 2005.
- Újraütemezési döntések támogatása diszkrét eseményszimuláció alkalmazásával
- Structural exploration of constraint-based scheduling problems
- Integrált termeléstervezés és ütemezés megrendelésre történő gyártásban
- Parametric mechanism modeling
- Solution framework proposal: taking effective control over the project delivery chain with automatic identification and agent-based solutions
- Web-based education on graduate level within corporations in the field of supply-chain management
- Cooperative planning in the supply network - a multiagent organization model
- Project-oriented approach to production planning and scheduling in make-to-order manufacturing
- Stochastic reactive production scheduling by multi-agent based asynchronous approximate dynamic programming
- Computer aided process planning for sheet metal bending: a state of the art
- E-learning in the field of supply-chain management on graduate level and within corporations
- eSCM: education on supply-chain management on graduate level and within corporations
- A review of exact solution methods for the non-preemptive multiprocessor flowshop problem
- Proterv-II: an integrated production planning and scheduling system
- A branch-and-cut algorithm for scheduling of projects with variable-intensity activities
- Project scheduling: a review of recent books
- Manufacturing scheduling and control in the extended enterprise
- Production scheduling and control
- Stochastic approximate scheduling by neurodynamic learning
2004.
- Agent-based product life cycle data support
- Adaptation and learning in distributed production control
- Engineering intelligent systems, introduction
- Evaluation of production schedules by using simulation
- Simulation supported analysis of a dynamic rescheduling system
- Aggregation - the key to integrating production planning and scheduling
- Quality-oriented modelling, simulation and management of production lines
- Simulation support for rescheduling
- Testing and validation of deterministic schedules in a simulated stochastic environment
- Discrete event simulation for supporting production planning and scheduling decisions in digital factories
- Learning and cooperation in a distributed market-based production control system
- On the automation of similarity information maintenance in flexible query answering systems
- Simulation supported agent-based adaptive production scheduling
- Sequencing for process planning by genetic algorithms
Authors: Dépincé, PH; Lancon, N.; Váncza, JózsefEditor: Gogu, GDate: 2004.
- Efficient clothing fitting from data
- Completable Partial solutions in constraint programming and constraint-based scheduling
- Structural exploration of constraint-based scheduling problems
- A project-oriented decision support system for production planning in make-to-order manufacturing
- In defense of the symmetry of true and false
2003.
- ANN-based chip-form classification in turning
Authors: Viharos, Zsolt János; Markos, S.; Szekeres, CSEditor: Ilic, D; Borsic, M; Butorac, JDate: 2003.
- Evaluating and improving production control systems by using emulation
- Project scheduling approach to production planning
- Realizing the digital factory: monitoring of complex production systems
- Realizing the digital factory: monitoring of complex production systems
- Monitoring of complex production systems, in view of digital factories
Authors: Viharos, Zsolt János; Monostori, László; Novák, K.; Tóth, Gábor András; Koródi, T.; Csongrádi, Z.; Kenderesy, T.; Solymosi, T.; Lorincz, A.; Magai, I.; Fazekas, F.Editor: Ilic, D; Borsic, M; Butorac, JDate: 2003.
- An important aspect of a digital factory: monitoring of complex production systems
- Towards the realisation of digital enterprises
- Digital enterprises: first results of a national R&D project
- Constraint programming based support for production networks management
- Constraint programming based support for production networks management
- Using genetic programming and decision trees for generating structural descriptions of four bar mechanisms
- Real-life scheduling using constraint programming and simulation
- Adaptive approaches to increasing the performance of production control systems
- Intelligent manufacturing systems, digital enterprises, production networks: challenges for the scientific & industrial collaboration
- AI and machine learning techniques for managing complexity, changes and uncertainties in manufacturing
- Improving multi-agent based scheduling by neurodynamic programming
2002.
- The role of adaptive agents in distributed manufacturing
- Environmental and life cycle issues in holonic manufacturing
- Digital factories, production networks
- Digital enterprises: A national R&D project in Hungary
- SZTAKI in PLANET: an introduction
- Shop-floor scheduling based on reinforcement learning algorithm
- Modelling of different aspect of the cutting process by using ANNs
- Training and application of artificial neural networks with incomplete data
- Monitoring parameter based determination of production tolerances
Authors: Viharos, Zsolt János; Monostori, László; Novák, K.; Tóth, Gábor András; Kenderesy, T.; Csongrádi, Z.; Koródi, T.Editor: Penninger, A; Ziaja, GY; Vörös, GDate: 2002.
- Optimisation of production systems by using simulation and artificial intelligence techniques
- Intelligent techniques for quality control and management
- Digital enterprises, production networks
- An agent-based approach for production control incorporating environmental and life-cycle issues, together with sensitivity analysis
- Virtual institute for modelling of industrial manufacturing systems: an international platform for teaching and research
Authors: Ilie-Zudor, E.; Kádár, Botond; Monostori, László; Cavalieri, S.; Wiendahl, HP; Cieminski, G.; Di Mascolo, M.; Campi, A.; Santambrogio, N.Editor: Penninger, A; Ziaja, GY; Vörös, GDate: 2002.
- Production management: taking up the challenge of integration
Authors: Erdélyi, F.; Tóth, T.; Somló, J.; Kovács, A.; Kádár, Botond; Márkus, A.; Váncza, JózsefEditor: Penninger, A; Ziaja, GY; Vörös, GDate: 2002.
- VIMIMS -virtual institute for the modelling of industrial manufacturing systems
Authors: Cieminski, G.; Wiendahl, HP; Garetti, M.; Colorni, A.; Frein, Y.; Ilie-Zudor, Angyalka Elisabeth; Meroni, A.Editor: Beck, U; Sommer, WDate: 2002.
- Integration of on-line and face-to-face learning at an international platform for teaching and research
- Teaching manufacturing systems modelling through simulation in an international platform for education and research
- AI and machine learning techniques for managing complexity, changes and uncertainties in manufacturing
Authors: Monostori, LászlóEditor: Camacho, EF; Basanez, L; de la Puente, JADate: 2002.
- Manufacturing systems applying adaptive agents
Authors: Kádár, BotondEditor: Penninger, A; Ziaja, GY; Vörös, GDate: 2002.
- Constraint feedback in solving incomplete models: a case study in sheet metal bending
Authors: Kovács, A.; Váncza, JózsefEditor: Vidal, T; Liberatore, PDate: 2002.
- An international platform for education and research in the area of modelling of industrial manufacturing systems
Authors: Ilie-Zudor, E.; Monostori, László; Wiendahl, HP; Macchi, M.; Longeri, T.; Di Mascolo, M.Editor: Katilinic, BDate: 2002.
- Virtual institute for the modelling of industrial manufacturing systems: integration of on-line and "face to face" learning in an international platform for teaching and research
Authors: Cavalieri, S.; Garetti, M.; Macchi, M.; Campi, A.; Collina, F.; Colorni, A.; Locatelli, I.; Longeri, T.; Cieminski, G.; Lopitzsch, J.; Di Mascolo, M.; Frein, Y.; Kádár, Botond; Monostori, László; Ilie-Zudor, E.; Meroni, A.; Santambrogio, N.Editor: Passey, D; Kendall, MDate: 2002.
2001.
- Reinforcement learning for solving shortest-path and dynamic scheduling problems
- On the relationship between learning capability and the Boltzmann-formula
- On Internet routing problems in dynamically changing environment
- Product line design with customer preferences
- Quasi-optimal solutions of the travelling salesman's problem in variable environment
- Emergent synthesis methodologies for manufacturing
- A constraint engine for manufacturing process planning
- Solving conditional and conflicting constraints in manufacturing process planning
- Optimisation of process chains and production plants by using a hybrid, AI- and simulation based approach
- Process planning with conditional and conflicting advice
- Hybrid, AI- and simulation-supported optimisation of process chains and production plants
- Adaptive agents in distributed manufacturing systems
- Intelligent approaches to manage changes and disturbances in manufacturing systems
- Modelling and management of production networks
Authors: Ilie-Zudor, E.; Monostori, LászlóEditor: Kovács, GL; Bertók, P; Hajdegger, GDate: 2001.
- Approaches to increase the performance of agent-based production systems
- Distributed control of manufacturing systems through adaptive agents
- Intelligent techniques for quality control and management
- Intelligent techniques for managing complexity, changes and uncertainties in manufacturing
- Intelligent manufacturing processes and systems
- Agent-based support for handling environmental and life-cycle issues
Authors: Ilie-Zudor, E.; Monostori, LászlóEditor: Monostori, L; Váncza, J; Ali, MDate: 2001.
2000.
- Multipurpose modeling and optimization of production processes and process chains by combining machine learning and search techniques
- Quality-oriented modelling and optimisation of production processes and process chains
- Satisfying various requirements in different levels and stages of machining using one general ANN-based process model
- Reinforcement learning methods in information engineering
- AI-based modelling and optimisation of coupled production processes
- Intelligens módszerek gyártási folyamatok modellezésében és optimalizálásában. /Intelligent methods in modelling and optimisation of manufacturing processes/
- Environmental and life cycle issues in holonic manufacturing
- Intelligent machines
- Environmental and life cycle issues in agent-based manufacturing
- Sisteme de fabricatie holonice. (Holonic manufacturing systems)
- New manufacturing paradigms
- Knowledge-based hybrid techniques combined with simulation: application to robust manufacturing systems. (Computer techniques.)
- A complete design model for shape memory alloys
- Hierarchy in distributed shop floor control
1999.
- Automatic input-output configuration and generation of ANN-based process models and their application in machining
- Intelligent, quality-oriented supervisory control of manufacturing processes and process chains
- Felületmegmunkálási mód felismerése neurális hálóval (Recognition of the method of surface processing by neural networks.) (in Hungarian)
- Application capabilities of a general, ANN based cutting model in different phases of manufacturing through automatic determination of its input-output configuration
- Using symbolic and sub-symbolic methods in solving problems difficult to analyze
- Reactive scheduling in real time production control
- A compromise oriented optimization tool for supporting decision making in machining
- A general, ANN-based cutting model and its application in different phases of manufacturing
- Cselekvési tervek generálása. (Artificial intelligence planning methods.)
- Alapvető mesterséges intelligencia technikák. (Fundamental artificial intelligence techniques.)
- Artificial intelligence support in design: a survey
- A framework for modelling, monitoring and optimisation of manufacturing processes and process chains by using machine learning and search algorithms
- Dobór wejśa i wyjśa sieci neuronowych modelujcych procesy skrawania. (Selection of input and output variables of ANN-based modelling of cutting processes.)
- Selection of input and output variables for ANN based modeling of cutting processes
- Order selection and scheduling with negotiating agents
- Satisfying various requirements in different levels and stages of machining using one general ANN-based process model
- An environmentally benign approach to agent-based manufacturing
- Evaluation and compare of novel production paradigms and their control architectures
- Incorporation of environmental issues in production control
- Genetic programming for feature extraction in financial forecasting
- Decision trees and genetic programming in synthesis of four bar mechanisms
- Decision trees and genetic programming in synthesis of four bar mechanisms
- Simulation and optimization of production and logistic systems with the SIMPLE++ package
- Elosztott intelligenciájú (holonikus) gyártórendszerek. (Holonic manufacturing systems: manufacturing systems with distributed intelligence.)
- Holonic control of manufacturing systems
- Multipurpose modelling and optimisation of production processes and process chains by combining machine learning and search techniques
Authors: Monostori, László; Viharos, VZSEditor: Van Brussel, H; Kruth, JP; Lauwers, BDate: 1999.
- Agent-based control of manufacturing systems
- Mesterséges intelligencia alkalmazások a gépipari folyamat felügyeletben. (Artificial intelligence applications in monitoring of manufacturing processes.)
- Extended enterprise - Basic concepts, enabling information technologies, open questions
- Subsymbolic and hybrid artificial intelligence techniques in financial engineering
- An intelligent AE sensor for the monitoring of finish machining process
1998.
- Agent based architectures for mastering changes and disturbances in manufacturing
- Approaches to managing changes and uncertainties in manufacturing
- Novel approaches to production planning and control
- Soft computing and hybrid AI approaches to intelligent manufacturing
- Sensor integration, state and situation recognition, learning in intelligent manufacturing
- Management of changes and disturbances in production systems
- Management of changes nad disturbances in manufacturing systems
- Holonic manufacturing with economic rationality
- Planning in manufacturing domains controlled by case-based reasoning
- Product line development with customer interaction
- Interactive manufacturing with demand forecast
Authors: Márkus, A.; Ueda, K.Editor: Teti, RDate: 1998.
- Intelligens gyártórendszerek: a kutatás és a nemzetközi együttmőködés új paradigmája. (Intelligent manufacturing systems: new paradigm in research and international co-operation.)
- Editorial to the special issue on soft computing approaches to manufacturing
- Robotkezek környezethelyes tervezése. (Environmental design of robot hands)
- Cooperation via conflicts in manufacturing systems
- Genetic algorithms for predictive and reactive scheduling in manufacturing systems
- Multistrategy learning approaches to generate and tune fuzzy control structures and their application in manufacturing
- Agent-based control of novel and traditional production systems
- An object-oriented framework for developing distributed manfacturing architectures
- Editorial to the special issue of the Journal of Intelligent Manufacturing on agent-based manufacturing
- Artificial intelligence and machine learning techniques for control and monitoring of manufacturing processes
- Quality-oriented, comprehensive modelling of machining processes
- Comprehensive modelling of machining processes
- Hierarchy in distributed shop floor control
1997.
- A termelés-informatika fejlődési tendenciái
- Distributed manufacturing, extended enterprises
- ANN and hybrid AI approaches to financial and business problems
- On hybrid learning and its application in intelligent manufacturing
- Intelligent techniques for management of changes and disturbances in manufacturing
- Management of changes and disturbances in manufacturing systems
- Mesterséges intelligencia módszerek
- How cases can control planning in resource-rich domains: a case study in robotic inspection planning
- Optimization of process chains by artificial neuronal networks and genetic algorithms using quality control charts
- Felügyeleti és diagnosztikai rendszerek
- On the application of multistrategy learning and hybrid AI approaches in intelligent manufacturing
- Simulation and novel control techniques for re-engineering purposes
- Multistrategy learning approaches to generate and tune fuzzy control structures and their applications in manufacturing
- Genetic algorithms for automatic design of fuzzy decision systems for intelligent manufacturing
- A feature extraction technique for ANN-based financial forecasting
- Shop floor control architectures for the extended enterprise
Authors: Janusz, B.; Bongaerts, L.; Gullander, P.; Klingstam, P.; Monostori, László; Jordan, P.Date: 1997.
- Design and real-time reconfiguration of robust manufacturing systems by using design of experiments and artificial neural networks
- An object oriented framework for developing distributed manufacturing architectures
- A simulation framework for development and evaluation of agent based manufacturing architectures
- Approaches to coupling connectionist and expert systems in intelligent manufacturing
1996.
- A market approach to holonic manufacturing
- Machine learning approaches to manufacturing
Authors: Monostori, M.; Márkus, A.; Van Brussel, H.; Westkämpfer, E.Date: 1996.
- Hybrid AI solutions and their application in manufacturing
- Are nabufacturing agents different?
- A market-based control in distributed manufacturing
- Experiments with the integration of reasoning, optimization and generalization in process planning
- Investigation of machined surfaces using artificial intelligence methods
- Fertigungsparameter schätzung zur vorgeschriebenen Oberflächenqualität mittels neuronaler Netze
- From pattern recognition techniques through artificial neural networks to hybrid AI solutions in manufacturing
- Hybrid AI approaches to intelligent manufacturing
Authors: Monostori, K.; Egresits, CS; Kádár, BotondEditor: Gertler, JJ; Cruz, JB[JR]; Peshkin, MDate: 1996.
- Computational complexity of manufacturing process planning
Authors: Kis, T.; Váncza, JózsefEditor: Ghallab, M; Milani, ADate: 1996.
- Process planning with genetic algorithms on results of knowledge-based reasoning
- An integrated approach to design, manufacturing and assembly/disassembly
- Controlling distributed manufacturing systems by a market mechanism
- Knowledge based monitoring and management of manufacturing cells
- A coupled system for re-engineering of robust manufacturing system configurations
- Knowledge based reactive management of manufacturing cells
- Generation and tuning of fuzzy control structures using genetic algorithms and neural learning
1995.
- Application of hybrid AI techniques in manufacturing
- On hybrid learning and its application in intelligent manufacturing
- Hybrid AI approaches to control and monitoring of manufacturing processes
- Coupling expert systems and artificial neural networks: a hybrid AI solution and its application in manufacturing
- Virtual manufacturing by coupling connectionist and expert systems
- Reactive and proactive scheduling with learning in reactive operation management
- Intelligent manufacturing with reactive/proactive scheduling and learning for dynamic operation management
- Virtual manufacturing using a hierarchically coupled hybrid AI system
- Hybrid AI approaches for supervision and control of manufacturing processes
- Hybrid AI approaches for intelligent manufacturing
- Neuro-fuzzy systems as hybrid AI solutions to diagnostic problems
- NEURECA: an ANN based system for monitoring and control of industrial processes
- Combined structure and parameter learning for control applications
- A market model of manufacturing control
- Computational complexity of manufacturing process planning
- Connectionist and neuro-fuzzy techniques in intelligent manufacturing
- Re-engineering of robust manufacturing system configurations
- HYBEXP: a hierarchically coupled hybrid AI approach to production control
- Approaches to coupling connectionist and expert systems in intelligent manufacturing
1994.
- On the application of hybrid AI techniques in manufacturing
- Inference and optimization methods for manufacturing process planning
- Experiments with the integration of reasoning, optimization and generalization in process planning
- Modelling and monitoring of milling through neuro-fuzzy techniques
- Some results in neuro-fuzzy monitoring of manufacturing processes
- Conflicts in manufacturing systems - a problem setting
- Combining neural and fuzzy techniques in monitoring and control of manufacturing processes
- Monitoring of manufacturing processes by ANN and neuro-fuzzy techniques
- NEURECA: an object oriented system under Windows for ANN based monitoring and control of industrial processes
1993.
- Dual insights into genetic algorithms
- Problems with the understanding and representation of design processes
Authors: Márkus, A.Editor: Kangassalo, H; Jaakkola, H; Hori, K; Kitahashi, TDate: 1993.
- Features and the principle of locality in process planning
- Optimization of process plans by genetic algorithms
- A step towards intelligent manufacturing: modelling and monitoring of manufacturing processes through artificial neural networks
- Neuro-fuzzy modelling and monitoring of manufacturing processes
- Wear estimation and state classification of cutting tools in turning via artificial neural networks
Authors: Barschdorff, D.; Monostori, László; Kottenstede, T.; Warnecke, G.; Müller, M.Date: 1993.
- Conflicts in manufacturing systems - a problem setting
- Intelligent manufacturing through neural networks
- Cutting tool monitoring in turning under varying cutting conditions; an artificial neural network approach
Authors: Barschdorff, D.; Monostori, László; Kottenstede, T.; Warnecke, G.; Müller, M.Editor: Chung, PWG; Lovegrove, G; Ali, MDate: 1993.
1992.
- Convergence behaviour of connectionist models in large scale diagnostic problems
- Problems with the understanding and representation of design processes
- Lessons of a first-year use of the automated reasoning tool
- Artificial neural networks in intelligent manufacturing
- The role of artificial neural networks in intelligent manufacturing
- Künstliche neuronale Netze zur Modellierung und Überwachung von Drehprozessen. Teilbericht 1. Zusammenhang zwischen der Schnittgeschwindigkeit und dem generierten Körperschall (Interner Bericht 1/92. Elektrische MeSStechnik.)
Authors: Barschdorff, D.; Monostori, László; Aron, R.; Bothe, A.; Kottenstede, T.; Wöstenkühler, W.Date: 1992.
- Künstliche neuronale Netze zur Modellierung und Überwachung von Drehprozessen. Teilbericht 3. Klassifikation des VerschleiSSzustandes und Approximation der Verschleissmarkenbreite. Interner Bericht 5/92. Elektrische Messtechnik
Authors: Barschdorff, D.; Monostori, László; Kottenstede, T.; Warnecke, G.; Müller, M.Date: 1992.
- Künstliche neuronale Netze zur Modellierung und Überwachung von Drehprozessen. Teilbericht 2. Protokoll der multisensorielle MeSSaufnahme. Interner Bericht 3/92. Elektrische MeSStechnik
- Symbolicism and connectionism: rivals or allies in intelligent manufacturing?